Long Video Retrieval (Background Removed) on YouCook2

Metric: Cap. Avg. R@1 (higher is better)

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#	Model↕	Cap. Avg. R@1▼	Extra Data	Paper	Date↕	Code
1	Norton	75.5	No	Multi-granularity Correspondence Learning from L...	2024-01-30	Code
2	TempCLR	74.5	No	TempCLR: Temporal Alignment Representation with ...	2022-12-28	Code
3	VideoCLIP	74.5	No	VideoCLIP: Contrastive Pre-training for Zero-sho...	2021-09-28	Code
4	MCN	53.4	No	Multimodal Clustering Networks for Self-supervis...	2021-04-26	Code
5	Text-Video Embedding	46.6	No	HowTo100M: Learning a Text-Video Embedding by Wa...	2019-06-07	Code
6	MIL-NCE	43.1	No	End-to-End Learning of Visual Representations fr...	2019-12-13	Code

#1NortonSOTA
75.5
Cap. Avg. R@1· 2024-01-30
Multi-granularity Correspondence Learning from Long-term Noisy Videos Code
#2TempCLR
74.5
Cap. Avg. R@1· 2022-12-28
TempCLR: Temporal Alignment Representation with Contrastive Learning Code
#3VideoCLIPSOTA
74.5
Cap. Avg. R@1· 2021-09-28
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Code
#4MCNSOTA
53.4
Cap. Avg. R@1· 2021-04-26
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos Code
#5Text-Video EmbeddingSOTA
46.6
Cap. Avg. R@1· 2019-06-07
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips Code
#6MIL-NCE
43.1
Cap. Avg. R@1· 2019-12-13
End-to-End Learning of Visual Representations from Uncurated Instructional Videos Code